slz-ai / leaf-torch
Hey,this is a torch implementation of LEAF(a benchmark of FL)
☆24Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for leaf-torch
- ☆68Updated 2 years ago
- ☆55Updated 3 years ago
- ☆154Updated last year
- Pytorch implementations of some general federated optimization methods.☆36Updated 2 weeks ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆40Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆66Updated 3 weeks ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆79Updated 2 years ago
- Simplified Implementation of FedPAC☆48Updated 11 months ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆138Updated 2 years ago
- SCAFFOLD and FedAvg implementation☆59Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆132Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆206Updated 4 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 2 months ago
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆49Updated 2 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆105Updated 4 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆155Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆62Updated last year
- This repo implements FedU, a multitask learning framework for federated learning☆26Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆64Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆80Updated 9 months ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆28Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆51Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆67Updated 2 years ago
- ☆27Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆80Updated 4 years ago
- demo☆19Updated 3 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆98Updated 3 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆79Updated 3 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated last year